{"id":"https://openalex.org/W2139300095","doi":"https://doi.org/10.1109/icassp.2015.7178323","title":"CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics","display_name":"CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W2139300095","doi":"https://doi.org/10.1109/icassp.2015.7178323","mag":"2139300095"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7178323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008460387","display_name":"Rui Fa","orcid":"https://orcid.org/0000-0003-4588-7971"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rui Fa","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005215414","display_name":"Basel Abu\u2010Jamous","orcid":"https://orcid.org/0000-0002-8168-7179"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Basel Abu-Jamous","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002450989","display_name":"David J. Roberts","orcid":"https://orcid.org/0000-0003-0648-6585"},"institutions":[{"id":"https://openalex.org/I125671874","display_name":"National Health Service","ror":"https://ror.org/02wnqcb97","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I125671874","https://openalex.org/I1311074006"]},{"id":"https://openalex.org/I2802742124","display_name":"John Radcliffe Hospital","ror":"https://ror.org/0080acb59","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802742124","https://openalex.org/I4210127145","https://openalex.org/I4210147381"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J. Roberts","raw_affiliation_strings":["John Radcliffe Hospital, The University of Oxford, Oxford, United Kingdom","National Health Service Blood and Transplant, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"John Radcliffe Hospital, The University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I2802742124","https://openalex.org/I40120149"]},{"raw_affiliation_string":"National Health Service Blood and Transplant, Oxford, United Kingdom","institution_ids":["https://openalex.org/I125671874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010643037","display_name":"Asoke K. Nandi","orcid":"https://orcid.org/0000-0001-6248-2875"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI","GB"],"is_corresponding":false,"raw_author_name":"Asoke K. Nandi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom","Department of Mathematical Information Technology, University of Jyvaskyla, Jyvaskyla, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, Uxbridge, United Kingdom","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyvaskyla, Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4365,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76875403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"98","issue":null,"first_page":"2011","last_page":"2015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.9270422458648682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6996216773986816},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6665270924568176},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4859370291233063},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.46168795228004456},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.4384881556034088},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.43619397282600403},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4189353287220001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34746381640434265},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07693564891815186}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9270422458648682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6996216773986816},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6665270924568176},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4859370291233063},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.46168795228004456},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.4384881556034088},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.43619397282600403},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4189353287220001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34746381640434265},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07693564891815186},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2015.7178323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10032980","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/10032980/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:   (Proceedings) 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). (pp. pp. 2011-2015).  IEEE (2015)     ","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W192674488","https://openalex.org/W1663973292","https://openalex.org/W1976707980","https://openalex.org/W1987971958","https://openalex.org/W1997404989","https://openalex.org/W2001619934","https://openalex.org/W2002767255","https://openalex.org/W2013572327","https://openalex.org/W2022614521","https://openalex.org/W2031271005","https://openalex.org/W2033403400","https://openalex.org/W2041098124","https://openalex.org/W2044331669","https://openalex.org/W2064980525","https://openalex.org/W2080446771","https://openalex.org/W2085487226","https://openalex.org/W2103014023","https://openalex.org/W2130851950","https://openalex.org/W2135964318","https://openalex.org/W2139280638","https://openalex.org/W2141012957","https://openalex.org/W2143384329","https://openalex.org/W2145636948","https://openalex.org/W2146646206","https://openalex.org/W2150926065","https://openalex.org/W2153233077","https://openalex.org/W4235169531","https://openalex.org/W4239048948","https://openalex.org/W4285719527","https://openalex.org/W6608002422"],"related_works":["https://openalex.org/W2406185607","https://openalex.org/W1574003721","https://openalex.org/W2311450085","https://openalex.org/W3175515145","https://openalex.org/W2139280638","https://openalex.org/W2159372536","https://openalex.org/W2107260502","https://openalex.org/W4230655713","https://openalex.org/W2804957450","https://openalex.org/W2071000654"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"new":[6],"consensus":[7,37,125],"clustering":[8,16,38,63,74,80,100,126],"algorithm,":[9],"which":[10,33,65],"is":[11,40,51,54],"based":[12],"on":[13],"an":[14],"existing":[15],"paradigm,":[17],"called":[18],"enhanced":[19],"splitting":[20],"merging":[21],"awareness":[22],"tactics":[23],"(E-SMART).":[24],"The":[25,47,112],"problem":[26],"of":[27,31,70,83,89,92],"determining":[28],"the":[29,43,81,87,98,109,118],"number":[30,91],"clusters,":[32],"affects":[34],"many":[35],"state-of-theart":[36],"algorithms,":[39],"addressed":[41],"by":[42,79],"proposed":[44,110,119],"CoCE-SMART":[45,50,120],"algorithm.":[46,111],"idea":[48],"behind":[49],"that":[52,117],"SMART":[53,73,99],"used":[55],"repeatedly":[56],"to":[57,107],"one":[58],"dataset,":[59],"resulting":[60],"in":[61],"different":[62,68],"results,":[64],"might":[66],"have":[67],"numbers":[69],"clusters.":[71],"These":[72],"results":[75,114],"can":[76,94],"be":[77,95],"combined":[78],"centroids":[82],"all":[84],"clusters":[85,93],"as":[86],"estimate":[88],"real":[90],"determined":[96],"from":[97],"results.":[101],"Three":[102],"benchmark":[103],"datasets":[104],"are":[105],"utilised":[106],"assess":[108],"experimental":[113],"strongly":[115],"indicate":[116],"algorithm":[121],"outperforms":[122],"other":[123],"state-of-the-art":[124],"algorithms.":[127]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}